{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c7fb8229",
   "metadata": {},
   "outputs": [],
   "source": [
    "numFile = 16"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "915824e7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "* recording\n",
      "8000\n",
      "* done recording\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAY4AAAD4CAYAAAD7CAEUAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAAAyA0lEQVR4nO3dd5wU9d0H8M/37ui9KhzlEJAmRTjpVYKCDTX6iBpNDAkhgvqojxExUSMaMZrEqCgSgzUGK4LSEaVKOaT3owhHPXqTcnff54+dvZvdnd2d2Z3dvb37vF8vXtxO2f3N7Ox8f31EVUFERGRXSqITQEREyYWBg4iIHGHgICIiRxg4iIjIEQYOIiJyJC3RCYhW7dq1NSMjI9HJICJKKitXrjysqnUi2TfpA0dGRgaysrISnQwioqQiIj9Gui+rqoiIyBEGDiIicoSBgyjO1uYcR+Zzc3H87IWI9s8vUJw5n+dyqojsY+AgirPX52Xj8OnzWLrjaET7Pzl5Hdo8PQsFBZwuiBKDgYMoyXyStQcAwLBBicLAQUREjjBwEMVZtCUFljQo0Rg4iBJEJMr93UkGkWMMHEQU4KcL+dh3/KdEJ4OKKQYOiquVPx4DHx7mEe1piOVZ/OXE5eg+dl4MP4GSGQNHEIdOncO6nBOJTkaJMnvDAfz8zSX4z7LdiU4KhbF8V2Rdhal0YOAIov/L83Hj64tw9kLsBlodPn0eF/IKYvb+xc3uo2cBADtyzyTk87/bcgiTV+Uk5LO9zufl49DJcwCib+MgShQGjiBOGSNzn/1qY0zev6BAkfncXDzyyeqYvD8F+tU7K/Dwx2sSmoYH/7sKa6IsyZaGmr5zF/PxzuKdyDcNctx95CymrN6bwFQ5U1CgGPjKAkxbuz/RSXEdA0cYB43codu8P4fp6/bj2JkL+GbTwZh8jlsu5BXgoUmrsPvI2UQnpdg7eyEPuafOW66btaHoe35y8rqYfP6S7MNJP6r89XnZ+PNXGzF5VVGguOG1hXho0urC1/kFih+PJKb0aseF/AJsPnCqRGYOXQkcIrJLRNaJyGoRyTKW1RSROSKyzfi/hmn7J0QkW0S2iMi1puWdjPfJFpFXRUpHYf7KMXMw9L2siOcuioeF23IxZfU+jI7Rza4kuXncYlz1/Nyw2x0+7f73PWfjQdz19jJMXLzT8b7vLdmFGeuKR+74xE8XAcCnqvjkOd9q45dnb0Gfl77DnqMlIzNTUKDYdbj4BkIzN0sc/VS1g6pmGq9HAfhGVZsD+MZ4DRFpDWAIgDYABgJ4Q0RSjX3eBDAMQHPj30AX0xeRb7fk4tY3Fsflsy7mF99c4tD3StczT95dvBMZo6bh5LmLjvfdevB0DFIUyKp32v4Tni60P0ZQMnx66gb8/j8/RJ0ur2+3HMKjn8SuanDpjiMAgENBSnfRmrn+AIZ/sBI/7D6GiYucB2Kn3py/HX1f/g5bD56K+WdFK5ZVVYMBvGf8/R6Am03LJ6nqeVXdCSAbQGcRqQegqqp+r55fxPumfRLqh93HXXmf42cv4NzFfFfeK9Yu5BVgy4HAC3hR9mHk5Sdfg36wXOmOXOub/AdLPc+4OWSjqnL/iZ9cPyefZO1J+nEU972zAp//EF1nhES25wz/cCVmbjiAW99Ygme/jq6t8+DJc/hyVej2meU7PT3Z9ibB9+5W4FAAs0VkpYgMM5Zdoqr7AcD4v66xPB3AHtO+OcaydONv/+UBRGSYiGSJSFZubq5Lh1DEW0x2W4dn5+Dut5fF5L3d9vTUDbj2lQU4cCLwxnn0TPGrUvt++xFkjJoW9Ea/3+I4vlqzD1f/bT7mbY68fenYmQvo9sI8jAlzY/Gmz47T5/Pwh8/W4q5/LY04XcF8tWYfZm044Pr7RmP2hgPIiqD7b7yDSrB2KzvufnsZ/vfj1ej6l28KS0rJzK3A0UNVOwIYBGCEiPQOsa1Vu4WGWB64UHWCqmaqamadOhE9MjekULnH5k9Od9yomXPsLHYadZcrfzwGwLqa4eDJc9i0/6Sj93Zi+c6jyBg1DXuOnsXZC3no8OxszN+aW5ge87gV7w/ZqqrmYoEWu4v/vSW7ABSdX6/9J34KmtNbv89zvFsOnA44795vZ/iHP+CFGZuwZs9xy/fwnp9vt4TOwLy9cEfI9WYFxrVxJAZtIA/8dxV+98FK29sv2X446s9csDU35PUy7IOVuG3895br3Gzl/HLVXmSMmhbxs0xO/BT6+/h2y6Ggv9+DRsblwMlzeG6aJ5PRccwc3PPvooxk8a2oDuRK4FDVfcb/hwBMBtAZwEGj+gnG/4eMzXMANDTt3gDAPmN5A4vlMfXizM0YO2Ozz7JQX+DFfHU8gK3ni9+i38vf+Szr//f5Advd8NoiDPrnwsLXuafOIy+/AKqK0ZPXYf3e6LpxTlrhSfeynUex/dAZHD97ES/N8hz7lNX7cOPrizDdRuPoX2duxpAJS7E257jl+uxDp2JS3J65fj/ufttZLvyuf3lyej9ZVREaX/T0dfsx6J8LLbtNZh86jbfm78DgcfFp54qW27nwWeujL53cO3E5hkxYGjCg9pmpG/DUlPUB26sqVu05FrA8mKU7juDG1xaFHRP12rxtAIragfxNWLAd477Ntv25/u57Z4XP79fslEWwOnrmAhZuiz4wJ0LUgUNEKolIFe/fAK4BsB7AVAC/NDb7JYApxt9TAQwRkXIi0gSeRvDlRnXWKRHpavSmute0T8y8+d12jJ+/3SdHaZUjiaaYaiVc4+Wpcxdx1fNz8eevNuLw6Qv4aNnugMASDfULj9sOedoz1hnBKdT9x9v4eyRIldXP/r4APWxOV/Hk5HW2uysO//AHLM62zrn6H4+Xt6qtIMQddYvRGLkmSCAMxfu2u4+exRvfRX7TuXncYvw7Dg2wkdp7/KeAHj8X8wssqzKDOerXa/DdJbvw/vc/Bmw3bd1+rN/rybnbCYQvzdqCdXtPRJ1Z+cv0zXhp1pag690Kyv7v89OFfLR9ehYWbLVX7b7lwKmEN6C7UeK4BMAiEVkDYDmAaao6E8BYAANEZBuAAcZrqOoGAJ8A2AhgJoARqurNDv4ewNvwNJhvBzDDhfTZ4q1yyC9QXPOPBQHr/btXrtp9DLe9uQTn82LT2H3mvOd9Z2044HNTDFeV9e9FO7H5wElczC/A32dvKQyCWw+ewhc/eKpsrKrJxn27HYAnkALAkdPBA6Xduaa22bi4/7Nsd2G63BBJ1YY3pzphgf3qJCt/nel701FVHDrlubF+s/mQ1S4AgGU7jmD1nuMB7SSnzufhn3O3Bd3P6lsIdfzBqtsOnjyHm15fFPIzeoydh75+peZnpm5A1xe+wYmfLuLql7/DLW8sxraDp6LqVv7vRTsx8qNVEe/v7y/TNwVtW9p5+Az+Mn1TwudO23zgpE+JROC5dsbO2Gz5e7/2lQWW96h4ijpwqOoOVW1v/Gujqs8by4+oan9VbW78f9S0z/Oq2lRVW6jqDNPyLFW9wlg3UhPwjb75XTbOBynympPz0KTVyPrxGLYZue/sQ6eRMWqaTy+duRsP4oqnZ4X8vGDjtLw3gEOnzgeMXj957iI+Wrbb8oIf8/VGDPrnQkz+YS9enZeNv8/ZCgCOi+DHzobvIBDuHj1v8yE89umawq6Mq4wbVyRdXM3ueMtTH37k9HkMmfC9z2C3z1buDdvYfeLsRfQYOw9vRRgo/jFnKzJGTcO5i/lYHKIN4NOVOej8/DdBb9heI/8b/Eb5j7me709V8do329DWdD3d+FrgzT7UL2bVbuvqnw+X/oi1DkezHzx5rrDK9sz5POw4fAardh/HgH8swE2vh6/WyzlmXeL2v05DBcLVfufV//dw6OS5kJmBoe+twIQFO7DLZtdlt9pb/N/nljeW+Lw+dS4Pp87nYfz87fift6zbfhKNI8f97AgxAMe8brdf985Xv/HkDL821ZP/5v0snI6wIc7sa7+69yc+X4fRk9cV3oj9qQLnjQb+zQcCcyzmcZUS46c6fLoyp7Aro7cN4QfjBmau5rDqLnvszAXLjgrLjG6LnZ6bi6U7juKvpuqFuZsO4tfvBo45WWSqSz546lxU1RreuvLnpm3Ek5MD6+i9lm73VKttOxR6XId/NajVzf/TlTn425ytPjnTzQdOQVVt5/Cfm7ap8O+sXZ6OElbXh9nmA6csc+xd/vJNUXr91vn/NrzWmq5XbwnX30W/71vV01nFmwECgMufDF4R8Yu3l2GEMRbl6r8FtiOaOR1dr+o5b04HHPpnRMNlhx8wZySKaYs5A4fhv8vDN3jnh7jQpq7xbcePtitlqNv5NKMB239MiLnabEm250a5OPtIYI8h05W7bu8J/PrdFUE/K1TPnh9MU6R/krUHHcfMsfVj9E5yOHtjUcPrsp1HsT3XU2rbnnsa5y7m48oxc9AsyE3ipwtFx2rV/nTuYj6On71Q2Chubj+w812H4j3CD5cGvo9VKTDUd+l/Uz6fl49TfiWyeycux9TV1v1E/rVwBzo8O6fwZhYqV5xn+m6mr/Oc+0VhGme9Ywvc8Lc5W8P2aDrlNzo8r0DR7MkZhRkzwDOVhxURwaLsw4W/j1CZtu+3HyksaTip2Lht/Pfo9ddvQ26THSajsGHfSdttFMU0bjBweHl/SNFauC0Xq3Yfw5Ltse+uai4tqCr+562iYDXD1Btm77HQuet5fvXv5pvZnSEC4KvzsgsD5h8nr8fRMxdwsaDoR22+6D/N2uOz787DZ3xyXl+v3Ycpxs3xqzX7fAKDlfbPzjZ9TuDPq+WfZqLDs3Ms931n8a6g77t+7wl8v/2I5Qy+5y7mY+ArC0LmGPccLTrXuyKYR+nOCUvR80XfG9OCrblYlG19g5+7yfPdzdpwAPO35gZN28z1wXvLzdkY3TxpdjtCAECbwqo2e7fEYONj/mEqgXg5CQChrms7ToSoyp25fj9On88LOR4sXBvFDBvBL5HSEp2A4mTbwVNRh/gVu44F1Fn686+bdcOHS38MW5fuJSKu9RDx9g7LMwLGt5uLeoaYuzk/9tlan/38c57fbclFuwbVbX+uf9dLt47nBot2A6/X5m3DZovR9GbmHL93xgEnU/M7nqXAOG5vNdSfb2oTsMlHy3YHzDHmncvKXH3lplBdY/+z7Eef6yQS//wmeKcBwFkQeWfxLuQ7vIDaPzsbu8Zeb7lORND5+bk4GybzE8rjnxd9XxmjpmHnC9fhP8t2449fBq8ajadSHTj863fDfdFW3eX+NGU93v1VZ0efe7OdMQE2mh6W7zyKO/+1FN/+X9+w3XvNNUhO+xz4Vz+Zb55/n7MVy3YeKXz/4R/aG1z2yCerA+Z0CjXwMlSOOVQVopuC1cuH844xODEW/B+45A1cBap4Yfom3NCuvuOJKd2YWXfCguDnKli7kJ1eeHZZdW32HpX/79w7vYyZ1ViP2SFKZpP8qj+jCRpW/vfj1YUl8uKgVFdVfbXG4osIccO2yp2t2n3cp9rEDc9+tdHWzfBL49kEH6/YE7ShHPC0v9gZ2BfMZaOnh1wfbGxFKFYTAb5hdAV+xa8L6tdr92H4h8En3ytOPyhLcayofnrqBgCebs5vLdhhO5Cb3Rikay4A21OD+M9ka8eAKLuYPvzx6sK/Q5WkwvX62nf8J3R7IbD6zb+6FfBMT/TUlPUY9UVRcI7FfHTF7Rov1SUOfy/P3lIsRnJOXLwzbG8Xs/HzQ+eE/Rvuk42b/fpjLVzDaaz5FyZDDXwMZsO+4NfeM19tQIeG1R2/ZzyEekCWqtruP/hyiEGA/n7x9rLCQbNer82LfCBosmDgMCkOQcMr1o3rx2M0kaNbbn0zdDtRUilBT5VZv/dk4ajuUKIdTOm2qWv22S74fRFkbjP/iTKfnrI+IGiUFqU6cCT7IzgjHR+5NucEPli6NvyGCbTT4QNtQtU/J1oi44bVrMClkfnJgZHyH4/xnsV0KaVFqW7jSPK4gYMnI5s/y6oxkGInVtP0EyVKqQ0cefkFhfMyJSvLGV+p2InFI2KJEqnUBg7/aTyIiJKJ1ZT08VJqA0e0E+0RESWS1ZT08VJqA8dTUzYkOglEREmp1AYOIqJkF8mz2t3AwEFElKQS1Q2dgYOIKEk5eXSvmxg4iIiSVKKePc7AQUREjjBwEBGRIwwcRETkCAMHERE5wsBBRJSkRBIz9zIDBxFRktq03/4D39xU7AKHiAwUkS0iki0ioxKdHiIi8lWsAoeIpAIYB2AQgNYA7hSR1olNFRERmRWrwAGgM4BsVd2hqhcATAIwOMFpIiIik+IWONIB7DG9zjGWua5N/aqxeFsiohKvuAUOqy4CAU94FZFhIpIlIlm5ubkRfVC9ahUi2o+IqLQrboEjB0BD0+sGAPb5b6SqE1Q1U1Uz69SpE7fEERFR8QscKwA0F5EmIlIWwBAAUxOcJiIiMklLdALMVDVPREYCmAUgFcBEVY3Jo/oS1f+ZiCjZFavAAQCqOh3A9Fh/zunzebH+CCKiEqm4VVXFTfkypfbQiYiiUmrvnpmNayY6CURESanUBg7Ljr9EREnk6RsTM7FG6Q0cRERJrkKZ1IR8LgMHERE5wsBBRESOMHAQESWpgPmY4qTUBo6KCaobJCJyyy1XxmQO2LBKbeCoWblsopNARBSV8mwcT05P3cDnTBFR6cLAQWH9/X/aJzoJRFSMMHBQWOJgsGS1CmVilxCKSNXyxW5KOkpyDBwUljgYZu8kyFB8fP9E/0QnIeFu79QA/VvWTXQyXPXxsK4J+2wGjigVlxtlbQeN/R8M7RzDlFBx0uKSKqhULg3v/7p0f+dl0lJwXdt6ha9TU6L/4XZqXCPq94hGl8tqJeyzGThKiAf7N7e9beVyafh1jya2t29YM/hjdm9sXx+PDrjc9nvZ1aoenwkfrV1jr8esh3sDAHpfzidl/rxTg8K/B7S6pPDvulXKRfR+f72tXdRpSlYMHFHSGIzAcVIn7Q0Yd1zVMMyWvh65xv7NPtRN/JrWl6BDo+qOPtuO4X0ui2r/X3XPcCchMVa/WvlEJ6HUe8pvosCrHVRpNagRPFNVkjFwREnEeZH1l90ah1zfuYm9Kd+H92mKRwZcjl1jr0e5NPv9uZ3EujpVyqFiWfuBrIvNtIcTbYnjmZvauJIOs8wYVE0s+EM/DGxzqWvvd0nVyHLPZt2b+laBlIRn16Q6qFN+655OtrdtUrsSAODPLlxvbv124iH5r4gY2DX2etvb1qhYFpXLOeu1csdVjUKub1O/mq33aVSzos/rqzIiu7GF2i/cDy6jViWf106qzNzyy26N0fLSKq6+5x+vbxWwrH5139xlk9qV8PLt0XVVTktNQYWyoYP+mMH2b0p20/Pwz4KXOM2l6Af7N8f8x/rZ/vxQRvRr6sr7RCJUm4YqsOjxomMsk5qC/3NQIgeAjNpFv4OezWo7TyA8mTSvWf/bG2NuviKi94kHBo4o9WxedJE4vdiCqVA2Fb2ah7/41EHZwZyD9/8J3di+fkSf8avuGWjbwDfIpbjUW8BJ42WrelXRvan9H2uT2pXCbvObXoFVZf6HNveRPrj1ynRc1za6EkNamGO9p1tGyPVud9Dwr365pKo71Wl2M0T+fmZqj7DS8tIqKJMa+iT8trfn+3zptnYY/4uOPjNHNK5VEQ1qVPQprd3UPvxUHhWDBHw3Gt5bXFoF93QtqplYPOrqqN/TTQwcJqOvawm733nNSp4Lz7x5m/Rq+Gx4Nyz8Q+gcmp0b/u/7ups7G3fXlZbLK1lc/P8c0sHWe1rV7wa7iU0IUvy3ytn3bFYbTetUtpWGSEwZ2cNRg/5Hv+mCBY/1Q8tLfavPUlMEKSmCR6LsHOCk6rBcWuBPdtOzAwv/dtJ1ev2fr7VcPtx07dWqFP3UPMtH98erd14ZcZXc4A6+GRv/hxe1vLRK2Jt1ulFavD2zIQZeUQ9/vL4Vnr/lCsx/rC/aNagOAPjm0b7I+uPPgr6Hf8+0etWs2zdquTid0fhfdMKvumcgvXoFR20vscbAYTKsd1PseCF4NdX4X3Qs/FuDtIpnZtREQ78qJKdi0eB+WZ3KaN+wuq1t+4fJ4fkzt4E4Tbs5Z++tS//DwBaO3sPp6SqXloIHHFSpdW9WG41qVcTvel+Gyfd3D/x8Bwlw2rupekXPgEpvtUXfFoH7m+cr8mZKejQL3VVzaK8mqFwuDVueG4g+fmkylxozLaoxX7i1rc/rP1lMu/P4wJaFf9etWh43ta8fNFNRNi0FZS0Copd/1c9N7etjy3MDfZY5CZiA55q9u0tjNDZVtVYul4balT2lDqu0dm9aCzUq+g5wbW8EHf+eWf0sviez1+60zsj5G3jFpTFpr4tWqQ0cAxzeHM26+fWfbl3fkxOtU7no4gmVA3J6kdsV7n29JYRwjd0Vy6SigxFkRl8XWCLwF2l/9ls7eqoDvG0sD1zdHF8/0LMwB2j2i66h24Wc8HYkqOOwG2ZKiuDKRvaP9e4ugWm2GoRmFQy8vn20LwDgnq6NsWvs9ahksz0t1LVwy5Xphe1y5dJSQ1Z1WVUv3di+Pi41VV/1tqhWrVnJegaBWpXK4i+3tMWTputq7dPXYO3T1wRPhAX/ziBW5zoa1SsGpl9EsPBx3yqjhwdcjmkP9kSrelV9Sp7v3NfZp6103F1Fmc5KZVMtq4e916NVKRwoXk+7LrWBIzOjps8XO6C1/UBSNi0FYvq1PTrgcnw5ogeuSC/6kUXyJS8ZdTVuaFcPd5tukikCzHu0j892Q4J0vf2baU6pN+/uiLmP9PZZ/+LP2+HNuzuiRYiG5PTqFZCSIvhyRA/sGns9BncIXtdrzq21uMTzniKeOmMAuD9Idds9XRtj85iBeOk2T3rH3d0R3ZvWwp2dG/mcQ6+vRvbEczf75nKfGNQyYDt/D1zdLOT6x65xVrLx+nR4N5/PD3bjtbr5WLmhXf2gGY0aEVYVhaoO9f8k/7r6KuXT8M2jfSwHiva5vA4qlknFzP/thS/u7445D/dG80vsdUwQEaz80wDcZbrJ/6ZnE5Qvk2o5y2t69Qr4amTPsO/bpn41PHl9K2x7fpCtdNhRpbz1d+ffESY1RQqDq3/nCQBY+Id++HBoF1zfrmjw4ZPXe0poy0f3x/dPFAWiWGUoY6HUBg5/doqDDWp4bohd/UocaakphTl0f5fVCWyINd9QFph6rNSvXgGv39URVcuXQcdGNdCreW3MeKg3LvOr77/JqPPt0sQ3HeYqskFt66FZXc8P2lsNULlcGgaZRs96eQNAy0urYJKNaQzaN6yOKSN6WAZbVeAK44dkbpA33xga16qI8mVSC2+WdauUx0e/7VrYbuTPvwEe8K2eClZV9GgEgeHjYV0LezE9dm0Ly+/1qoya+F0f+21Qwa4NM/MNJBQn3UqD6eNXwhG/96xduRya1qmMXs0DS0Lv/bozUlIE1SuWRcdGNWwHDX/eQaUZIToqVCmfZvnde3nbLe7p1hgigjKpKVg2uj/WOCy9uKWhUaJvbbruG9asWNiB5qH+zfHqnVcWBs66Vcv7tJO0M4718gjPaTxx9jODnUbxlpdWweJRV6N+tfJ4d8nOkNve1yMD/1q4E1NG9EDbZ2YXLp/7SG+fnEmjWtbtIeXLpOKDoV0s13VvWtt2l+Exg9ugW9PQ9d19Lq+Drx/oiTb1qwbcRIKx214CeDoS9GpeGykCFCTqkWVWLA61y2W1CqdyGNGvGUb0C11qATxdsgFP7vkPA1vi8j/OAFBUJXhDu3pom14NHyz9Meh71K1ir+fS6Ota4dOVOQA88y/Vs8jlAta51593bIDPf8gprJePpfJlUjG4Q31MWb3Pcv21bS7FJ7/rFnEXcgCYNKwrlmw/7JMp8e8B9vnvu2Pv8Z8i/gyzcL+MLpfVKvwdWXk4SCeKLk1q4lxeAW6+Mh0dGlYPGUwBz0SiZVITm+ePKnCIyDMAfgsg11g0WlWnG+ueADAUQD6AB1V1lrG8E4B3AVQAMB3AQ6qqIlIOwPsAOgE4AuAOVd0VTfocHUuYy8J7o/bmcv7zm66Yunpv0Fzy6Ota4YlBrZDiF5G8pQCzV+7ogPe/32UrnU7GmADhu3J6WVURRUIEPr+wKSN6oF718hARvHx7ezzyyRo0qxt9jynzWe1yWU1kHzoNwNMDZ5RfNVaNimVw7OzFwDfxC2K/7WV/GhazWpXLYfno/qhVuZxPldPQnk1QUKC4t1sGxny90ZPuKAsM5qqrB/s3d9QR4/lbrsBtnRoEvTHVq1YeN7QLLJFG4oZ29TG4Qzr+OcS6EVhEbA90DaZhzYq4o2boto1OjWtEPaeUiP0OEJH8jj7+XbfCv8MFDQD42+3t8TMHVeux4EbY+oeqdjD+eYNGawBDALQBMBDAGyLizRa8CWAYgObGP2/3iKEAjqlqMwD/APCiC2mzLVidcMOaFSxv1s3qVsYj17QImkMXkYCgEWzQ1c1XpuOL+3s4THF8DTdVzYSbEqW80XCZliJo37B6YW76livTMfeRPujbwp1uhd6uolVN9dFt06v5FP+Xj+6P+WG6R3tdlRH5jaxu1fI+QaNtejWUL5OKB/o3D9ljyMqLP28bfiNYByFvadZqFHL5MqkhS5+jr2tVWP/u1Ionf+ZT3RbJWIZPh3fDFemBufWqFcqgqUWVb2njrRpu6kLGK1qxqqoaDGCSqp4HsFNEsgF0FpFdAKqq6vcAICLvA7gZwAxjn2eM/T8D8LqIiAbr95qEHvpZ/EdVu6V+9aIqgFfu6BCw/snrW+Hxz9cio1YlPHVDa9SrVh7X+PXbFxFXShuAp3uxndx7XQeD19y60FY/NSCgsbdHs1r4YOmPuCK9GprWqYTtuWeC7n/HVY3Qr0VdnDqfZ/sz5z7SB6qKpnUqY+Ef+hWWjOPFaQ81K1dl1MTXD/RCxqhpPstTUwTfPNoXz0/biH8t3OloChw3FJc70B1XNcRNHerH/fituJGCkSJyL4AsAI+q6jEA6QCWmrbJMZZdNP72Xw7j/z0AoKp5InICQC0Ah/0/UESGwVNqQaNG7nbDC/isGPV0aHFJFWw5eCom7x1L5cukoFblwJtE78vrFD73oXyZVPzftZH1WPLnP60KAEx7sCfa1K+GbYea4K8zt6BKpA8qilEnluoVA6svB15RD2ufucandBRK3arl4aRcZg7I0Y4jsjL9wV4omxbfXj8/79jA5/UTg1rh4QGXh52iBfBcI3bPdTCjBrXEwm25WJx9BEDiH6EgIsUiaAA2AoeIzAVgNeTzSXiqncbAk1kbA+BvAH4N65+khliOMOt8F6pOADABADIzM4tJfiC4jo2qo2Yl35vt1Ad64GJ+sU96gNs7OZuFNxpTR/Yo7Mlm5u3+eH/fZri/b/jGa7tifV/w3sjc+tYrWHRhjZXWQRp8/U2+v3vQdj+nfuPX5pSSYv/GGen0JmbD+zTF8D5NA0pAL9zaFpeW8lmNw34Lqhp8DL6JiPwLwNfGyxwA5jtMAwD7jOUNLJab98kRkTQA1QActfPZsXRvmJls7bBqvyiXlgqHcyMm1K0dG2Bx9mE80N+9G3U4/gMBy6al4EJeQUTvtepPA3DlmDk+y+oHmTIiWViV/CLRpUlNTFu739YcXuE4GSAZjt0efrH22LUt8NKsLYWv7+wc21qOZBBV47iImLtg3AJgvfH3VABDRKSciDSBpxF8uaruB3BKRLqK56q4F8AU0z6/NP6+DcC84tC+YTXZXWlUuVwa3ron03a30ViY/1hffDa8W/gNLVgNpOvZvDY+HtY17o8U9d4Ob+4QfHLJeLqna2MsGXW1az3rSpoR/Zph19jri00gKw6izfP+VUQ6wFP63gXgdwCgqhtE5BMAGwHkARihqvnGPr9HUXfcGcY/APg3gA+MhvSj8PTKipvEh6jwwo2ELunqVasQdGI5O764v3tAdVSXy2qhYtk0bNx/MmBAZayN9Ps+b2hXD5sPxL/dS0QsRz0TBRNV4FDVe0Ksex7A8xbLswAETDSvqucA3B5Netz0y26NsX7fyUQno5DT8RvheKehthodXFJ1DFKN0rZBtcKG/UR63TSfUWn2zI2t0alx8jzUqDRKolr22KhXrTz2nzgXsPzPg4vvQ1TcUC4tFfMf6+vasxbIvtqVy2F77hmkpURWU9yreW0s3BbQ2bDE+FWPyAZiUvyU+sDxm16XYczXGwunjUh2L93WzvZcN41rcVBVIoy7uyPmbjxoa5SwlYm/uiriTgJEbij1gWNozyYY2rPk5HBuz4xfd9nipJ7RPbK2Sz2NYql25XIYEkXPnDKpKQmfq4hKt1IfOKhk+HXPJmhQowIGXhHdY1yJKDwGDioRUlPEcsp4InIfy7tEROQIAwcRETkixWBwdlREJBdA8CfkhFYbFpMolnA85tKBx1w6RHPMjVU1ooFcSR84oiEiWaqameh0xBOPuXTgMZcOiTpmVlUREZEjDBxERORIaQ8cExKdgATgMZcOPObSISHHXKrbOIiIyLnSXuIgIiKHGDiIiMiRUhE4RGSgiGwRkWwRGWWxXkTkVWP9WhFJ+gcj2Djmu41jXSsiS0SkfSLS6aZwx2za7ioRyReR2+KZvliwc8wi0ldEVovIBhGZH+80usnGdV1NRL4SkTXG8d6XiHS6SUQmisghEVkfZH3871+qWqL/AUgFsB3AZQDKAlgDoLXfNtfB8yRCAdAVwLJEpzsOx9wdQA3j70Gl4ZhN280DMB3AbYlOdxy+5+rwPImzkfG6bqLTHePjHQ3gRePvOvA8TbRsotMe5XH3BtARwPog6+N+/yoNJY7OALJVdYeqXgAwCcBgv20GA3hfPZYCqO73PPVkE/aYVXWJqh4zXi4F0CDOaXSbne8ZAB4A8DmAQ/FMXIzYOea7AHyhqrsBQFWT+bjtHK8CqCKeB4RXhidw5MU3me5S1QXwHEcwcb9/lYbAkQ5gj+l1jrHM6TbJxOnxDEXRs9+TVdhjFpF0ALcAGB/HdMWSne/5cgA1ROQ7EVkpIvfGLXXus3O8rwNoBWAfgHUAHlLVkv7Uq7jfv0rDtOpiscy/D7KdbZKJ7eMRkX7wBI6eMU1R7Nk55lcAPK6q+Z4MadKzc8xpADoB6A+gAoDvRWSpqm6NdeJiwM7xXgtgNYCrATQFMEdEFqrqyRinLZHifv8qDYEjB4D5sXgN4MmNON0mmdg6HhFpB+BtAINU9Uic0hYrdo45E8AkI2jUBnCdiOSp6pdxSaH77F7bh1X1DIAzIrIAQHsAyRg47BzvfQDGqqfyP1tEdgJoCWB5fJKYEHG/f5WGqqoVAJqLSBMRKQtgCICpfttMBXCv0TuhK4ATqro/3gl1UdhjFpFGAL4AcE+S5j79hT1mVW2iqhmqmgHgMwD3J3HQAOxd21MA9BKRNBGpCKALgE1xTqdb7BzvbnhKVxCRSwC0ALAjrqmMv7jfv0p8iUNV80RkJIBZ8PTKmKiqG0RkuLF+PDw9bK4DkA3gLDy5lqRl85ifAlALwBtGDjxPk3hmUZvHXKLYOWZV3SQiMwGsBVAA4G1VtezWWdzZ/I7HAHhXRNbBU4XzuKom9VTrIvJfAH0B1BaRHABPAygDJO7+xSlHiIjIEderqqIZrGJ3ABcRESVOLNo43gUwMMT6QQCaG/+GAXgTAEQkFcA4Y31rAHeKSOsYpI+IiKLgeuCIYrCK3QFcRESUQIloHA82WMVqeRerNxCRYfCUVlCpUqVOLVu2jE1KiYhKqJUrVx7WCJ85nojAEWywiu1BLKo6AcYDTDIzMzUrK8u91BERlQIi8mOk+yYicAQbrFI2yHIiIipGEjEAMNhgFTuDe4iIKMFcL3FEOlgl2OAet9NHRETRcT1wqOqdYdYrgBFB1k2HJ7AQEVExVRrmqiIiIhcxcBARkSMMHERE5AgDBxEROcLAQUREjjBwEBGRIwwcRETkCAMHERE5wsBBRESOMHAQEZEjDBxEROQIAwcRETnCwEFERI4wcBARkSMMHERE5AgDBxEROeJ64BCRgSKyRUSyRWSUxfrHRGS18W+9iOSLSE1j3S4RWWesy3I7bUREFD1XnwAoIqkAxgEYACAHwAoRmaqqG73bqOpLAF4ytr8RwMOqetT0Nv1U9bCb6SIiIve4XeLoDCBbVXeo6gUAkwAMDrH9nQD+63IaiIgohtwOHOkA9phe5xjLAohIRQADAXxuWqwAZovIShEZFuxDRGSYiGSJSFZubq4LySYiIrvcDhxisUyDbHsjgMV+1VQ9VLUjgEEARohIb6sdVXWCqmaqamadOnWiSzERETniduDIAdDQ9LoBgH1Bth0Cv2oqVd1n/H8IwGR4qr6IiKgYcTtwrADQXESaiEhZeILDVP+NRKQagD4AppiWVRKRKt6/AVwDYL3L6SMioii52qtKVfNEZCSAWQBSAUxU1Q0iMtxYP97Y9BYAs1X1jGn3SwBMFhFvuj5S1Zlupo+IiKInqsGaIJJDZmamZmVxyAcRkRMislJVMyPZlyPHiYjIEQYOIiJyhIGDiIgcYeAgIiJHGDiIiMgRBg4iInKEgYOIiBxh4CAiIkcYOIiIyBEGDiIicoSBg4iIHGHgICIiRxg4iIjIEQYOIiJyhIGDiIgccT1wiMhAEdkiItkiMspifV8ROSEiq41/T9ndl4iIEs/VJwCKSCqAcQAGwPP88RUiMlVVN/ptulBVb4hwXyIiSiC3SxydAWSr6g5VvQBgEoDBcdiXiIjixO3AkQ5gj+l1jrHMXzcRWSMiM0SkjcN9ISLDRCRLRLJyc3PdSDcREdnkduAQi2X+DzX/AUBjVW0P4DUAXzrY17NQdYKqZqpqZp06dSJNKxERRcDtwJEDoKHpdQMA+8wbqOpJVT1t/D0dQBkRqW1nXyIiSjy3A8cKAM1FpImIlAUwBMBU8wYicqmIiPF3ZyMNR+zsS0REiedqrypVzRORkQBmAUgFMFFVN4jIcGP9eAC3Afi9iOQB+AnAEFVVAJb7upk+IiKKnnju2ckrMzNTs7KyEp0MIqKkIiIrVTUzkn05cpyIiBxh4CAiIkcYOIiIyBEGDiIicoSBg4iIHGHgICIiRxg4iIjIEQYOIiJyhIGDiIgcYeAgIiJHGDiIiMgRBg4iInKEgYOIiBxh4CAiIkcYOIiIyBEGDiIicsT1wCEiA0Vki4hki8goi/V3i8ha498SEWlvWrdLRNaJyGoR4dOZiIiKIVcfHSsiqQDGARgAIAfAChGZqqobTZvtBNBHVY+JyCAAEwB0Ma3vp6qH3UwXERG5x+0SR2cA2aq6Q1UvAJgEYLB5A1VdoqrHjJdLATRwOQ1ERBRDbgeOdAB7TK9zjGXBDAUww/RaAcwWkZUiMizYTiIyTESyRCQrNzc3qgQTEZEzrlZVARCLZWq5oUg/eAJHT9PiHqq6T0TqApgjIptVdUHAG6pOgKeKC5mZmZbvT0REseF2iSMHQEPT6wYA9vlvJCLtALwNYLCqHvEuV9V9xv+HAEyGp+qLiIiKEbcDxwoAzUWkiYiUBTAEwFTzBiLSCMAXAO5R1a2m5ZVEpIr3bwDXAFjvcvqIiChKrlZVqWqeiIwEMAtAKoCJqrpBRIYb68cDeApALQBviAgA5KlqJoBLAEw2lqUB+EhVZ7qZPiIiip6oJncTQWZmpmZlccgHEZETIrLSyLQ7xpHjRETkCAMHERE5wsBBRESOMHAQEZEjDBxEROQIAwcRETnCwEFERI4wcBARkSMMHERE5AgDBxEROcLAQUREjjBwEBGRIwwcRETkCAMHERE5wsBBRESOMHAQEZEjrgcOERkoIltEJFtERlmsFxF51Vi/VkQ62t2XiIgSz9XAISKpAMYBGASgNYA7RaS132aDADQ3/g0D8KaDfYmIKMHcLnF0BpCtqjtU9QKASQAG+20zGMD76rEUQHURqWdzXyIiSrA0l98vHcAe0+scAF1sbJNuc18AgIgMg6e0AgDnRWR9FGkuSWoDOJzoRBQTPBdFeC6K8FwUaRHpjm4HDrFYpja3sbOvZ6HqBAATAEBEsiJ94HpJw3NRhOeiCM9FEZ6LIiKSFem+bgeOHAANTa8bANhnc5uyNvYlIqIEc7uNYwWA5iLSRETKAhgCYKrfNlMB3Gv0ruoK4ISq7re5LxERJZirJQ5VzRORkQBmAUgFMFFVN4jIcGP9eADTAVwHIBvAWQD3hdrXxsdOcPMYkhzPRRGeiyI8F0V4LopEfC5E1bIZgYiIyBJHjhMRkSMMHERE5EjSBI5opjIpaWyci7uNc7BWRJaISPtEpDMe7E5TIyJXiUi+iNwWz/TFk51zISJ9RWS1iGwQkfnxTmO82PiNVBORr0RkjXEu7ktEOmNNRCaKyKFgY90ivm+qarH/B09j+XYAl8HTbXcNgNZ+21wHYAY840G6AliW6HQn8Fx0B1DD+HtQaT4Xpu3mwdMx47ZEpzuB10V1ABsBNDJe1010uhN4LkYDeNH4uw6AowDKJjrtMTgXvQF0BLA+yPqI7pvJUuKIZiqTkibsuVDVJap6zHi5FJ4xMSWR3WlqHgDwOYBD8UxcnNk5F3cB+EJVdwOAqpbU82HnXCiAKiIiACrDEzjy4pvM2FPVBfAcWzAR3TeTJXAEm6bE6TYlgdPjHApPjqIkCnsuRCQdwC0AxscxXYlg57q4HEANEflORFaKyL1xS1182TkXrwNoBc8g43UAHlLVgvgkr1iJ6L7p9sjxWIlmKpOSxvZxikg/eAJHz5imKHHsnItXADyuqvmezGWJZedcpAHoBKA/gAoAvheRpaq6NdaJizM75+JaAKsBXA2gKYA5IrJQVU/GOG3FTUT3zWQJHNFMZVLS2DpOEWkH4G0Ag1T1SJzSFm92zkUmgElG0KgN4DoRyVPVL+OSwvix+xs5rKpnAJwRkQUA2gMoaYHDzrm4D8BY9VT0Z4vITgAtASyPTxKLjYjum8lSVRXNVCYlTdhzISKNAHwB4J4SmJs0C3suVLWJqmaoagaAzwDcXwKDBmDvNzIFQC8RSRORivDMPr0pzumMBzvnYjc8JS+IyCXwzBS7I66pLB4ium8mRYlDo5jKpKSxeS6eAlALwBtGTjtPS+CMoDbPRalg51yo6iYRmQlgLYACAG+raol7JIHN62IMgHdFZB081TWPq2qJm25dRP4LoC+A2iKSA+BpAGWA6O6bnHKEiIgcSZaqKiIiKiYYOIiIyBEGDiIicoSBg4iIHGHgICIiRxg4iIjIEQYOIiJy5P8Bmqe+Ym4YcxgAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Keep audio file (y/n)n\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
       "                    <source src=\"data:audio/wav;base64,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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pyaudio\n",
    "import wave\n",
    "import time\n",
    "\n",
    "CHUNK = 2\n",
    "FORMAT = pyaudio.paInt16\n",
    "CHANNELS = 1\n",
    "RATE = 16000\n",
    "RECORD_SECONDS = 1.0\n",
    "RECORD_DELAY = 0.3\n",
    "WAVE_OUTPUT_FILENAME = \"bamboozle/bamboozle_a_\" + str(numFile) +\".wav\"\n",
    "\n",
    "def skip(seconds):\n",
    "    samples = int(seconds * RATE)\n",
    "    count = 0\n",
    "    while count < samples:\n",
    "        stream.read(CHUNK)\n",
    "        count += CHUNK\n",
    "        time.sleep(0.01)\n",
    "\n",
    "p = pyaudio.PyAudio()\n",
    "\n",
    "stream = p.open(format=FORMAT,\n",
    "                channels=CHANNELS,\n",
    "                rate=RATE,\n",
    "                input=True,\n",
    "                frames_per_buffer=CHUNK)\n",
    "\n",
    "print(\"* recording\")\n",
    "frames = []\n",
    "\n",
    "for i in range(0, int(RATE / CHUNK * (RECORD_SECONDS+RECORD_DELAY))):\n",
    "    data = stream.read(CHUNK)\n",
    "    if i >= int(RATE / CHUNK * (RECORD_SECONDS+RECORD_DELAY)) - int(RATE / CHUNK * RECORD_SECONDS):\n",
    "        frames.append(data)\n",
    "\n",
    "print(int(RATE / CHUNK * RECORD_SECONDS))\n",
    "print(\"* done recording\")\n",
    "\n",
    "stream.stop_stream()\n",
    "stream.close()\n",
    "p.terminate()\n",
    "\n",
    "wf = wave.open(WAVE_OUTPUT_FILENAME, 'wb')\n",
    "wf.setnchannels(CHANNELS)\n",
    "wf.setsampwidth(p.get_sample_size(FORMAT))\n",
    "wf.setframerate(RATE)\n",
    "wf.writeframes(b''.join(frames))\n",
    "wf.close()\n",
    "\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import time\n",
    "# from pydub import AudioSegment\n",
    "from scipy.io import wavfile\n",
    "import random\n",
    "import sys\n",
    "import io\n",
    "import os\n",
    "import pathlib\n",
    "import glob\n",
    "\n",
    "import IPython\n",
    "import IPython.display as ipd\n",
    "\n",
    "\n",
    "fs, test_wav = wavfile.read(WAVE_OUTPUT_FILENAME)\n",
    "\n",
    "plt.subplot(2,1,1)\n",
    "plt.plot(np.arange(len(test_wav))/fs, test_wav)\n",
    "plt.subplot(2,1,2)\n",
    "ipd.Audio(test_wav, rate=fs)\n",
    "plt.show()\n",
    "x = input(\"Keep audio file (y/n)\")\n",
    "\n",
    "if x == 'y':\n",
    "    numFile += 1\n",
    "    \n",
    "ipd.Audio(test_wav, rate=fs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "caa0b1b0",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
